2004/10/25 by J. Balic
Computer Science · #cs.CE
published as Neural-Network-Based Numerical Control for Milling Machine, Journal of Intelligent and Robotic System, Volume 40, Issue 4, Aug 2004; Pages: 343-358 (extended version) · 7 pages, 4 figures, 17 references
arxiv created 2004/10/25 · arxiv updated 2009/12/01
The paper describes a new CNC control unit for machining centres with learning ability and automatic intelligent generating of NC programs on the bases of a neural network, which is built-in into a CNC unit as special device. The device performs intelligent and completely automatically the NC part programs only on the bases of 2D, 2,5D or 3D computer model of prismatic part. Intervention of the operator is not needed. The neural network for milling, drilling, reaming, threading and operations alike has learned to generate NC programs in the learning module, which is a part of intelligent CAD/CAM system.